diff --git a/packages/components/nodes/chatmodels/ChatOpenAI/ChatOpenAI.ts b/packages/components/nodes/chatmodels/ChatOpenAI/ChatOpenAI.ts
index d94cc3a1a..221d5e177 100644
--- a/packages/components/nodes/chatmodels/ChatOpenAI/ChatOpenAI.ts
+++ b/packages/components/nodes/chatmodels/ChatOpenAI/ChatOpenAI.ts
@@ -244,7 +244,7 @@ class ChatOpenAI_ChatModels implements INode {
             }
         }
 
-        const model = new ChatOpenAI(obj, {
+        const model = new ChatOpenAI(nodeData.id, obj, {
             baseURL: basePath,
             baseOptions: parsedBaseOptions
         })
diff --git a/packages/components/nodes/chatmodels/ChatOpenAI/FlowiseChatOpenAI.ts b/packages/components/nodes/chatmodels/ChatOpenAI/FlowiseChatOpenAI.ts
index 7b39f1ed6..396d74334 100644
--- a/packages/components/nodes/chatmodels/ChatOpenAI/FlowiseChatOpenAI.ts
+++ b/packages/components/nodes/chatmodels/ChatOpenAI/FlowiseChatOpenAI.ts
@@ -9,20 +9,33 @@ import { Callbacks } from '@langchain/core/callbacks/manager'
 import { ICommonObject, IMultiModalOption, INodeData } from '../../../src'
 import { addImagesToMessages } from '../../../src/multiModalUtils'
 
+interface MultiModalOptions {
+    chainNodeData: INodeData
+    chainNodeOptions: ICommonObject
+}
+
 export class ChatOpenAI extends LangchainChatOpenAI {
     //TODO: Should be class variables and not static
-    public static chainNodeData: INodeData
-    public static chainNodeOptions: ICommonObject
+    // public static nodeData: INodeData
+    // public static nodeOptions: ICommonObject
+    private static chainNodeDataOptions: Map<string, MultiModalOptions> = new Map()
     configuredModel: string
     configuredMaxToken?: number
     multiModalOption?: IMultiModalOption
+    id: string
+
+    public static injectChainNodeData(nodeData: INodeData, options: ICommonObject) {
+        ChatOpenAI.chainNodeDataOptions.set(nodeData.id, { chainNodeData: nodeData, chainNodeOptions: options })
+    }
 
     constructor(
+        id: string,
         fields?: Partial<OpenAIChatInput> & BaseChatModelParams & { openAIApiKey?: string; multiModalOption?: IMultiModalOption },
         /** @deprecated */
         configuration?: ClientOptions & LegacyOpenAIInput
     ) {
         super(fields, configuration)
+        this.id = id
         this.multiModalOption = fields?.multiModalOption
         this.configuredModel = fields?.modelName ?? 'gpt-3.5-turbo'
         this.configuredMaxToken = fields?.maxTokens
@@ -33,15 +46,15 @@ export class ChatOpenAI extends LangchainChatOpenAI {
     }
 
     async generate(messages: BaseMessageLike[][], options?: string[] | ChatOpenAICallOptions, callbacks?: Callbacks): Promise<LLMResult> {
-        if (ChatOpenAI.chainNodeData && ChatOpenAI.chainNodeOptions) {
-            await this.injectMultiModalMessages(messages)
+        if (ChatOpenAI.chainNodeDataOptions.has(this.id)) {
+            await this.injectMultiModalMessages(messages, ChatOpenAI.chainNodeDataOptions.get(this.id) as MultiModalOptions)
         }
         return super.generate(messages, options, callbacks)
     }
 
-    private async injectMultiModalMessages(messages: BaseMessageLike[][]) {
-        const nodeData = ChatOpenAI.chainNodeData
-        const optionsData = ChatOpenAI.chainNodeOptions
+    private async injectMultiModalMessages(messages: BaseMessageLike[][], nodeOptions: MultiModalOptions) {
+        const nodeData = nodeOptions.chainNodeData
+        const optionsData = nodeOptions.chainNodeOptions
         const messageContent = addImagesToMessages(nodeData, optionsData, this.multiModalOption)
         if (messageContent?.length) {
             if (messages[0].length > 0 && messages[0][messages[0].length - 1] instanceof HumanMessage) {
diff --git a/packages/components/src/multiModalUtils.ts b/packages/components/src/multiModalUtils.ts
index 6cbd75a07..c321f0888 100644
--- a/packages/components/src/multiModalUtils.ts
+++ b/packages/components/src/multiModalUtils.ts
@@ -12,8 +12,7 @@ export const injectChainNodeData = (nodeData: INodeData, options: ICommonObject)
 
     if (model instanceof ChatOpenAI) {
         // TODO: this should not be static, need to figure out how to pass the nodeData and options to the invoke method
-        ChatOpenAI.chainNodeOptions = options
-        ChatOpenAI.chainNodeData = nodeData
+        ChatOpenAI.injectChainNodeData(nodeData, options)
     }
 }